
from __future__ import annotations

from random import random




class 					lowerCamelCase__				:




	'''simple docstring'''




	def __init__(   self						:Any	,  a						:int | None = None		)						->					Optional[int]:
								__UpperCamelCase      :  Any       =   value
								__UpperCamelCase      :  int       =   random()
								__UpperCamelCase      :  Node | None       =   None
								__UpperCamelCase      :  Node | None       =   None







	def __repr__(   self						:List[Any]		)						->					str:
								from pprint import pformat

								if self.left is None and self.right is None:
															return f'\'{self.value}: {self.prior:.5}\''
								else:
															return pformat(
															    {f'{self.value}: {self.prior:.5}': (self.left, self.right)}	,  indent=1		)







	def __str__(   self						:str		)						->					str:
								__UpperCamelCase      :  Optional[Any]       =   str(self.value		) + " "
								__UpperCamelCase      :  Optional[int]       =   str(self.left or ""		)
								__UpperCamelCase      :  List[Any]       =   str(self.right or ""		)
								return value + left + right




def       _SCREAMING_SNAKE_CASE   (						_lowerCamelCase					:     Node | None		,    _lowerCamelCase					:     int)   ->       tuple[Node | None, Node | None]:






							'''simple docstring'''





							if root is None:  # None tree is split into 2 Nones
														return None, None
							elif root.value is None:
														return None, None
							else:
														if value < root.value:
																					__UpperCamelCase  ,		__UpperCamelCase      :  Dict       =   split(root.left		,    _lowerCamelCase)
																					return left, root
														else:
																					__UpperCamelCase  ,		__UpperCamelCase      :  Optional[int]       =   split(root.right		,    _lowerCamelCase)
																					return root, right




def       _SCREAMING_SNAKE_CASE   (						_lowerCamelCase					:     Node | None		,    _lowerCamelCase					:     Node | None)   ->       Node | None:






							'''simple docstring'''





							if (not left) or (not right):  # If one node is None, return the other
														return left or right
							elif left.prior < right.prior:
														__UpperCamelCase      :  Union[str, Any]       =   merge(left.right		,    _lowerCamelCase)
														return left
							else:
														__UpperCamelCase      :  int       =   merge(_lowerCamelCase		,    right.left)
														return right




def       _SCREAMING_SNAKE_CASE   (						_lowerCamelCase					:     Node | None		,    _lowerCamelCase					:     int)   ->       Node | None:






							'''simple docstring'''





							__UpperCamelCase      :  Tuple       =   Node(_lowerCamelCase)
							__UpperCamelCase  ,		__UpperCamelCase      :  Dict       =   split(_lowerCamelCase		,    _lowerCamelCase)
							return merge(merge(_lowerCamelCase		,    _lowerCamelCase)		,    _lowerCamelCase)




def       _SCREAMING_SNAKE_CASE   (						_lowerCamelCase					:     Node | None		,    _lowerCamelCase					:     int)   ->       Node | None:






							'''simple docstring'''





							__UpperCamelCase  ,		__UpperCamelCase      :  List[Any]       =   split(_lowerCamelCase		,    value - 1)
							__UpperCamelCase  ,		__UpperCamelCase      :  List[str]       =   split(_lowerCamelCase		,    _lowerCamelCase)
							return merge(_lowerCamelCase		,    _lowerCamelCase)




def       _SCREAMING_SNAKE_CASE   (						_lowerCamelCase					:     Node | None)   ->       None:






							'''simple docstring'''





							if not root:  # None
														return
							else:
														inorder(root.left)
														print(root.value		,    end=",")
														inorder(root.right)




def       _SCREAMING_SNAKE_CASE   (						_lowerCamelCase					:     Node | None		,    _lowerCamelCase					:     str)   ->       Node | None:






							'''simple docstring'''





							for arg in args.split():
														if arg[0] == "+":
																					__UpperCamelCase      :  List[str]       =   insert(_lowerCamelCase		,    int(arg[1:]))

														elif arg[0] == "-":
																					__UpperCamelCase      :  int       =   erase(_lowerCamelCase		,    int(arg[1:]))

														else:
																					print("Unknown command")

							return root




def       _SCREAMING_SNAKE_CASE   (						)   ->       None:






							'''simple docstring'''





							__UpperCamelCase      :  Any       =   None
							print(
							    "enter numbers to create a tree, + value to add value into treap, "
							    "- value to erase all nodes with value. 'q' to quit. ")

							__UpperCamelCase      :  Dict       =   input()
							while args != "q":
														__UpperCamelCase      :  int       =   interact_treap(_lowerCamelCase		,    _lowerCamelCase)
														print(_lowerCamelCase)
														__UpperCamelCase      :  int       =   input()

							print("good by!")


if __name__ == "__main__":
		import doctest

		doctest.testmod()
		main()

from typing import List

from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowercase    :   Union[str, Any]						=			logging.get_logger(__name__)

lowercase    :   Union[str, Any]						=			{
    'snap-research/efficientformer-l1-300': (
        'https://huggingface.co/snap-research/efficientformer-l1-300/resolve/main/config.json'
    ),
}




class 					lowerCamelCase__				(							__lowercase):




	'''simple docstring'''




	_A								=	'efficientformer'







	def __init__(   self						:Union[str, Any]	,  a						:List[int] = [3, 2, 6, 4]	,  a						:List[int] = [4_8, 9_6, 2_2_4, 4_4_8]	,  a						:List[bool] = [True, True, True, True]	,  a						:int = 4_4_8	,  a						:int = 3_2	,  a						:int = 4	,  a						:int = 7	,  a						:int = 5	,  a						:int = 8	,  a						:int = 4	,  a						:float = 0.0	,  a						:int = 1_6	,  a						:int = 3	,  a						:int = 3	,  a						:int = 3	,  a						:int = 2	,  a						:int = 1	,  a						:float = 0.0	,  a						:int = 1	,  a						:bool = True	,  a						:bool = True	,  a						:float = 1E-5	,  a						:str = "gelu"	,  a						:float = 0.02	,  a						:float = 1E-1_2	,  a						:int = 2_2_4	,  a						:float = 1E-0_5	,  **a						:str	,  )						->					None:
								super().__init__(**a		)

								__UpperCamelCase      :  Optional[Any]       =   hidden_act
								__UpperCamelCase      :  Any       =   hidden_dropout_prob
								__UpperCamelCase      :  str       =   hidden_sizes
								__UpperCamelCase      :  Dict       =   num_hidden_layers
								__UpperCamelCase      :  Optional[Any]       =   num_attention_heads
								__UpperCamelCase      :  str       =   initializer_range
								__UpperCamelCase      :  List[str]       =   layer_norm_eps
								__UpperCamelCase      :  str       =   patch_size
								__UpperCamelCase      :  str       =   num_channels
								__UpperCamelCase      :  Any       =   depths
								__UpperCamelCase      :  Tuple       =   mlp_expansion_ratio
								__UpperCamelCase      :  List[str]       =   downsamples
								__UpperCamelCase      :  Optional[int]       =   dim
								__UpperCamelCase      :  Dict       =   key_dim
								__UpperCamelCase      :  Optional[Any]       =   attention_ratio
								__UpperCamelCase      :  Dict       =   resolution
								__UpperCamelCase      :  Union[str, Any]       =   pool_size
								__UpperCamelCase      :  Tuple       =   downsample_patch_size
								__UpperCamelCase      :  Optional[int]       =   downsample_stride
								__UpperCamelCase      :  Optional[int]       =   downsample_pad
								__UpperCamelCase      :  Union[str, Any]       =   drop_path_rate
								__UpperCamelCase      :  Union[str, Any]       =   num_metaad_blocks
								__UpperCamelCase      :  List[str]       =   distillation
								__UpperCamelCase      :  str       =   use_layer_scale
								__UpperCamelCase      :  Tuple       =   layer_scale_init_value
								__UpperCamelCase      :  str       =   image_size
								__UpperCamelCase      :  int       =   batch_norm_eps